!pip uninstall keras keras-vggface keras-applications tensorflow -y
!pip install tensorflow==2.12.0 keras==2.12.0 keras-vggface keras-applications --no-cache-dir
Found existing installation: keras 3.8.0 Uninstalling keras-3.8.0: Successfully uninstalled keras-3.8.0 WARNING: Skipping keras-vggface as it is not installed. WARNING: Skipping keras-applications as it is not installed. Found existing installation: tensorflow 2.18.0 Uninstalling tensorflow-2.18.0: Successfully uninstalled tensorflow-2.18.0 Collecting tensorflow==2.12.0 Downloading tensorflow-2.12.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (3.4 kB) Collecting keras==2.12.0 Downloading keras-2.12.0-py2.py3-none-any.whl.metadata (1.4 kB) Collecting keras-vggface Downloading keras_vggface-0.6-py3-none-any.whl.metadata (604 bytes) Collecting keras-applications Downloading Keras_Applications-1.0.8-py3-none-any.whl.metadata (1.7 kB) Requirement already satisfied: absl-py>=1.0.0 in /usr/local/lib/python3.11/dist-packages (from tensorflow==2.12.0) (1.4.0) Requirement already satisfied: astunparse>=1.6.0 in /usr/local/lib/python3.11/dist-packages (from tensorflow==2.12.0) (1.6.3) Requirement already satisfied: flatbuffers>=2.0 in /usr/local/lib/python3.11/dist-packages (from tensorflow==2.12.0) (25.2.10) Collecting gast<=0.4.0,>=0.2.1 (from tensorflow==2.12.0) Downloading gast-0.4.0-py3-none-any.whl.metadata (1.1 kB) Requirement already satisfied: google-pasta>=0.1.1 in /usr/local/lib/python3.11/dist-packages (from tensorflow==2.12.0) (0.2.0) Requirement already satisfied: grpcio<2.0,>=1.24.3 in /usr/local/lib/python3.11/dist-packages (from tensorflow==2.12.0) (1.71.0) Requirement already satisfied: h5py>=2.9.0 in /usr/local/lib/python3.11/dist-packages (from tensorflow==2.12.0) (3.13.0) Requirement already satisfied: jax>=0.3.15 in /usr/local/lib/python3.11/dist-packages (from tensorflow==2.12.0) (0.5.2) Requirement already satisfied: libclang>=13.0.0 in /usr/local/lib/python3.11/dist-packages (from tensorflow==2.12.0) (18.1.1) Collecting numpy<1.24,>=1.22 (from tensorflow==2.12.0) Downloading numpy-1.23.5-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (2.3 kB) Requirement already satisfied: opt-einsum>=2.3.2 in /usr/local/lib/python3.11/dist-packages (from tensorflow==2.12.0) (3.4.0) Requirement already satisfied: packaging in /usr/local/lib/python3.11/dist-packages (from tensorflow==2.12.0) (24.2) Collecting protobuf!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<5.0.0dev,>=3.20.3 (from tensorflow==2.12.0) Downloading protobuf-4.25.6-cp37-abi3-manylinux2014_x86_64.whl.metadata (541 bytes) Requirement already satisfied: setuptools in /usr/local/lib/python3.11/dist-packages (from tensorflow==2.12.0) (75.1.0) Requirement already satisfied: six>=1.12.0 in /usr/local/lib/python3.11/dist-packages (from tensorflow==2.12.0) (1.17.0) Collecting tensorboard<2.13,>=2.12 (from tensorflow==2.12.0) Downloading tensorboard-2.12.3-py3-none-any.whl.metadata (1.8 kB) Collecting tensorflow-estimator<2.13,>=2.12.0 (from tensorflow==2.12.0) Downloading tensorflow_estimator-2.12.0-py2.py3-none-any.whl.metadata (1.3 kB) Requirement already satisfied: termcolor>=1.1.0 in /usr/local/lib/python3.11/dist-packages (from tensorflow==2.12.0) (2.5.0) Requirement already satisfied: typing-extensions>=3.6.6 in /usr/local/lib/python3.11/dist-packages (from tensorflow==2.12.0) (4.12.2) Collecting wrapt<1.15,>=1.11.0 (from tensorflow==2.12.0) Downloading wrapt-1.14.1-cp311-cp311-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (6.7 kB) Requirement already satisfied: tensorflow-io-gcs-filesystem>=0.23.1 in /usr/local/lib/python3.11/dist-packages (from tensorflow==2.12.0) (0.37.1) Requirement already satisfied: scipy>=0.14 in /usr/local/lib/python3.11/dist-packages (from keras-vggface) (1.14.1) Requirement already satisfied: pillow in /usr/local/lib/python3.11/dist-packages (from keras-vggface) (11.1.0) Requirement already satisfied: pyyaml in /usr/local/lib/python3.11/dist-packages (from keras-vggface) (6.0.2) Requirement already satisfied: wheel<1.0,>=0.23.0 in /usr/local/lib/python3.11/dist-packages (from astunparse>=1.6.0->tensorflow==2.12.0) (0.45.1) Requirement already satisfied: jaxlib<=0.5.2,>=0.5.1 in /usr/local/lib/python3.11/dist-packages (from jax>=0.3.15->tensorflow==2.12.0) (0.5.1) Requirement already satisfied: ml_dtypes>=0.4.0 in /usr/local/lib/python3.11/dist-packages (from jax>=0.3.15->tensorflow==2.12.0) (0.4.1) INFO: pip is looking at multiple versions of jax to determine which version is compatible with other requirements. This could take a while. Collecting jax>=0.3.15 (from tensorflow==2.12.0) Downloading jax-0.5.3-py3-none-any.whl.metadata (22 kB) Collecting jaxlib<=0.5.3,>=0.5.3 (from jax>=0.3.15->tensorflow==2.12.0) Downloading jaxlib-0.5.3-cp311-cp311-manylinux2014_x86_64.whl.metadata (1.2 kB) Collecting jax>=0.3.15 (from tensorflow==2.12.0) Downloading jax-0.5.1-py3-none-any.whl.metadata (22 kB) Downloading jax-0.5.0-py3-none-any.whl.metadata (22 kB) Collecting jaxlib<=0.5.0,>=0.5.0 (from jax>=0.3.15->tensorflow==2.12.0) Downloading jaxlib-0.5.0-cp311-cp311-manylinux2014_x86_64.whl.metadata (978 bytes) Collecting jax>=0.3.15 (from tensorflow==2.12.0) Downloading jax-0.4.38-py3-none-any.whl.metadata (22 kB) Collecting jaxlib<=0.4.38,>=0.4.38 (from jax>=0.3.15->tensorflow==2.12.0) Downloading jaxlib-0.4.38-cp311-cp311-manylinux2014_x86_64.whl.metadata (1.0 kB) Collecting jax>=0.3.15 (from tensorflow==2.12.0) Downloading jax-0.4.37-py3-none-any.whl.metadata (22 kB) Collecting jaxlib<=0.4.37,>=0.4.36 (from jax>=0.3.15->tensorflow==2.12.0) Downloading jaxlib-0.4.36-cp311-cp311-manylinux2014_x86_64.whl.metadata (1.0 kB) Collecting jax>=0.3.15 (from tensorflow==2.12.0) Downloading jax-0.4.36-py3-none-any.whl.metadata (22 kB) Downloading jax-0.4.35-py3-none-any.whl.metadata (22 kB) Collecting jaxlib<=0.4.35,>=0.4.34 (from jax>=0.3.15->tensorflow==2.12.0) Downloading jaxlib-0.4.35-cp311-cp311-manylinux2014_x86_64.whl.metadata (983 bytes) INFO: pip is still looking at multiple versions of jax to determine which version is compatible with other requirements. This could take a while. Collecting jax>=0.3.15 (from tensorflow==2.12.0) Downloading jax-0.4.34-py3-none-any.whl.metadata (22 kB) Collecting jaxlib<=0.4.34,>=0.4.34 (from jax>=0.3.15->tensorflow==2.12.0) Downloading jaxlib-0.4.34-cp311-cp311-manylinux2014_x86_64.whl.metadata (983 bytes) Collecting jax>=0.3.15 (from tensorflow==2.12.0) Downloading jax-0.4.33-py3-none-any.whl.metadata (22 kB) Collecting jaxlib<=0.4.33,>=0.4.33 (from jax>=0.3.15->tensorflow==2.12.0) Downloading jaxlib-0.4.33-cp311-cp311-manylinux2014_x86_64.whl.metadata (983 bytes) Collecting jax>=0.3.15 (from tensorflow==2.12.0) Downloading jax-0.4.31-py3-none-any.whl.metadata (22 kB) Collecting jaxlib<=0.4.31,>=0.4.30 (from jax>=0.3.15->tensorflow==2.12.0) Downloading jaxlib-0.4.31-cp311-cp311-manylinux2014_x86_64.whl.metadata (983 bytes) Collecting jax>=0.3.15 (from tensorflow==2.12.0) Downloading jax-0.4.30-py3-none-any.whl.metadata (22 kB) Collecting jaxlib<=0.4.30,>=0.4.27 (from jax>=0.3.15->tensorflow==2.12.0) Downloading jaxlib-0.4.30-cp311-cp311-manylinux2014_x86_64.whl.metadata (1.0 kB) Requirement already satisfied: google-auth<3,>=1.6.3 in /usr/local/lib/python3.11/dist-packages (from tensorboard<2.13,>=2.12->tensorflow==2.12.0) (2.38.0) Collecting google-auth-oauthlib<1.1,>=0.5 (from tensorboard<2.13,>=2.12->tensorflow==2.12.0) Downloading google_auth_oauthlib-1.0.0-py2.py3-none-any.whl.metadata (2.7 kB) Requirement already satisfied: markdown>=2.6.8 in /usr/local/lib/python3.11/dist-packages (from tensorboard<2.13,>=2.12->tensorflow==2.12.0) (3.7) Requirement already satisfied: requests<3,>=2.21.0 in /usr/local/lib/python3.11/dist-packages (from tensorboard<2.13,>=2.12->tensorflow==2.12.0) (2.32.3) Requirement already satisfied: tensorboard-data-server<0.8.0,>=0.7.0 in /usr/local/lib/python3.11/dist-packages (from tensorboard<2.13,>=2.12->tensorflow==2.12.0) (0.7.2) Requirement already satisfied: werkzeug>=1.0.1 in /usr/local/lib/python3.11/dist-packages (from 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requests-oauthlib>=0.7.0->google-auth-oauthlib<1.1,>=0.5->tensorboard<2.13,>=2.12->tensorflow==2.12.0) (3.2.2) Downloading tensorflow-2.12.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (586.0 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 586.0/586.0 MB 119.5 MB/s eta 0:00:00 Downloading keras-2.12.0-py2.py3-none-any.whl (1.7 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 1.7/1.7 MB 126.7 MB/s eta 0:00:00 Downloading keras_vggface-0.6-py3-none-any.whl (8.3 kB) Downloading Keras_Applications-1.0.8-py3-none-any.whl (50 kB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 50.7/50.7 kB 128.8 MB/s eta 0:00:00 Downloading gast-0.4.0-py3-none-any.whl (9.8 kB) Downloading jax-0.4.30-py3-none-any.whl (2.0 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 2.0/2.0 MB 115.5 MB/s eta 0:00:00 Downloading numpy-1.23.5-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (17.1 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 17.1/17.1 MB 149.5 MB/s eta 0:00:00 Downloading 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tensorboard, jax, tensorflow Attempting uninstall: wrapt Found existing installation: wrapt 1.17.2 Uninstalling wrapt-1.17.2: Successfully uninstalled wrapt-1.17.2 Attempting uninstall: protobuf Found existing installation: protobuf 5.29.3 Uninstalling protobuf-5.29.3: Successfully uninstalled protobuf-5.29.3 Attempting uninstall: numpy Found existing installation: numpy 2.0.2 Uninstalling numpy-2.0.2: Successfully uninstalled numpy-2.0.2 Attempting uninstall: gast Found existing installation: gast 0.6.0 Uninstalling gast-0.6.0: Successfully uninstalled gast-0.6.0 Attempting uninstall: jaxlib Found existing installation: jaxlib 0.5.1 Uninstalling jaxlib-0.5.1: Successfully uninstalled jaxlib-0.5.1 Attempting uninstall: google-auth-oauthlib Found existing installation: google-auth-oauthlib 1.2.1 Uninstalling google-auth-oauthlib-1.2.1: Successfully uninstalled google-auth-oauthlib-1.2.1 Attempting uninstall: tensorboard Found existing installation: tensorboard 2.18.0 Uninstalling tensorboard-2.18.0: Successfully uninstalled tensorboard-2.18.0 Attempting uninstall: jax Found existing installation: jax 0.5.2 Uninstalling jax-0.5.2: Successfully uninstalled jax-0.5.2 ERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts. albumentations 2.0.5 requires numpy>=1.24.4, but you have numpy 1.23.5 which is incompatible. xarray 2025.1.2 requires numpy>=1.24, but you have numpy 1.23.5 which is incompatible. treescope 0.1.9 requires numpy>=1.25.2, but you have numpy 1.23.5 which is incompatible. albucore 0.0.23 requires numpy>=1.24.4, but you have numpy 1.23.5 which is incompatible. tf-keras 2.18.0 requires tensorflow<2.19,>=2.18, but you have tensorflow 2.12.0 which is incompatible. bigframes 1.40.0 requires numpy>=1.24.0, but you have numpy 1.23.5 which is incompatible. blosc2 3.2.0 requires numpy>=1.26, but you have numpy 1.23.5 which is incompatible. chex 0.1.89 requires numpy>=1.24.1, but you have numpy 1.23.5 which is incompatible. grpcio-status 1.71.0 requires protobuf<6.0dev,>=5.26.1, but you have protobuf 4.25.6 which is incompatible. imbalanced-learn 0.13.0 requires numpy<3,>=1.24.3, but you have numpy 1.23.5 which is incompatible. orbax-checkpoint 0.11.9 requires jax>=0.5.0, but you have jax 0.4.30 which is incompatible. tensorflow-text 2.18.1 requires tensorflow<2.19,>=2.18.0, but you have tensorflow 2.12.0 which is incompatible. pymc 5.21.1 requires numpy>=1.25.0, but you have numpy 1.23.5 which is incompatible. scikit-image 0.25.2 requires numpy>=1.24, but you have numpy 1.23.5 which is incompatible. Successfully installed gast-0.4.0 google-auth-oauthlib-1.0.0 jax-0.4.30 jaxlib-0.4.30 keras-2.12.0 keras-applications-1.0.8 keras-vggface-0.6 numpy-1.23.5 protobuf-4.25.6 tensorboard-2.12.3 tensorflow-2.12.0 tensorflow-estimator-2.12.0 wrapt-1.14.1
import keras
print("Keras version:", keras.__version__)
Keras version: 2.12.0
# mount to google drive
from google.colab import drive
drive.mount('/content/drive')
Mounted at /content/drive
import os
# Set the path to your extracted dataset
dataset_path = "/content/drive/MyDrive/PINS/PINS" # Change this if needed
# List all folders (each folder is named after a person)
folders = os.listdir(dataset_path)
# Print the first few folder names as a check
print("Total folders (actors):", len(folders))
print("Sample folder names:", folders[:5]) # Display first 5 folder names
Total folders (actors): 100 Sample folder names: ['pins_Aaron Paul', 'pins_alexandra daddario', 'pins_Alvaro Morte', 'pins_alycia debnam carey face', 'pins_Amanda Crew']
!pip install opencv-python
Requirement already satisfied: opencv-python in /usr/local/lib/python3.11/dist-packages (4.11.0.86) Requirement already satisfied: numpy>=1.21.2 in /usr/local/lib/python3.11/dist-packages (from opencv-python) (1.23.5)
import cv2
import numpy as np
# Dictionary to store images and labels
image_data = []
labels = []
# Loop through each folder (actor)
for folder in folders:
actor_name = folder.replace("pins_", "")
folder_path = os.path.join(dataset_path, folder)
# Read each image in the folder
for img_name in os.listdir(folder_path):
img_path = os.path.join(folder_path, img_name)
# Read the image using OpenCV
img = cv2.imread(img_path)
# Ensure the image is read properly
if img is not None:
img = cv2.cvtColor(img, cv2.COLOR_BGR2RGB) # Convert BGR to RGB
image_data.append(img)
labels.append(actor_name)
# Convert lists to NumPy arrays
image_data = np.array(image_data, dtype=object)
labels = np.array(labels)
# Print sample data
print(f"Total images loaded: {len(image_data)}")
print(f"Unique labels: {len(set(labels))}")
print("Sample labels:", labels[:5])
Total images loaded: 10770 Unique labels: 100 Sample labels: ['Aaron Paul' 'Aaron Paul' 'Aaron Paul' 'Aaron Paul' 'Aaron Paul']
# Define target image size
IMG_SIZE = (224, 224)
# Resize all images
resized_images = [cv2.resize(img, IMG_SIZE) for img in image_data]
# Convert to NumPy array
resized_images = np.array(resized_images, dtype=np.uint8)
# Print shape of the dataset
print(f"Resized image dataset shape: {resized_images.shape}") # (num_images, 224, 224, 3)
Resized image dataset shape: (10770, 224, 224, 3)
!pip install tensorflow keras numpy matplotlib --no-cache-dir
Requirement already satisfied: tensorflow in /usr/local/lib/python3.11/dist-packages (2.12.0) Requirement already satisfied: keras in /usr/local/lib/python3.11/dist-packages (2.12.0) Requirement already satisfied: numpy in /usr/local/lib/python3.11/dist-packages (1.23.5) Requirement already satisfied: matplotlib in /usr/local/lib/python3.11/dist-packages (3.10.0) Requirement already satisfied: absl-py>=1.0.0 in /usr/local/lib/python3.11/dist-packages (from tensorflow) (1.4.0) Requirement already satisfied: astunparse>=1.6.0 in /usr/local/lib/python3.11/dist-packages (from tensorflow) (1.6.3) Requirement already satisfied: flatbuffers>=2.0 in /usr/local/lib/python3.11/dist-packages (from tensorflow) (25.2.10) Requirement already satisfied: gast<=0.4.0,>=0.2.1 in /usr/local/lib/python3.11/dist-packages (from tensorflow) (0.4.0) Requirement already satisfied: google-pasta>=0.1.1 in /usr/local/lib/python3.11/dist-packages (from tensorflow) (0.2.0) Requirement already satisfied: 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requests-oauthlib>=0.7.0->google-auth-oauthlib<1.1,>=0.5->tensorboard<2.13,>=2.12->tensorflow) (3.2.2)
from tensorflow.keras.applications import ResNet50
from tensorflow.keras.applications.resnet50 import preprocess_input
from tensorflow.keras.models import Model
import numpy as np
import cv2
import os
# Load ResNet50 model (pretrained on ImageNet)
base_model = ResNet50(weights='imagenet', include_top=False, input_shape=(224, 224, 3), pooling='avg')
# Create embedding model
model = Model(inputs=base_model.input, outputs=base_model.output)
# Print model summary
model.summary()
Downloading data from https://storage.googleapis.com/tensorflow/keras-applications/resnet/resnet50_weights_tf_dim_ordering_tf_kernels_notop.h5
94765736/94765736 [==============================] - 1s 0us/step
Model: "model"
__________________________________________________________________________________________________
Layer (type) Output Shape Param # Connected to
==================================================================================================
input_1 (InputLayer) [(None, 224, 224, 3 0 []
)]
conv1_pad (ZeroPadding2D) (None, 230, 230, 3) 0 ['input_1[0][0]']
conv1_conv (Conv2D) (None, 112, 112, 64 9472 ['conv1_pad[0][0]']
)
conv1_bn (BatchNormalization) (None, 112, 112, 64 256 ['conv1_conv[0][0]']
)
conv1_relu (Activation) (None, 112, 112, 64 0 ['conv1_bn[0][0]']
)
pool1_pad (ZeroPadding2D) (None, 114, 114, 64 0 ['conv1_relu[0][0]']
)
pool1_pool (MaxPooling2D) (None, 56, 56, 64) 0 ['pool1_pad[0][0]']
conv2_block1_1_conv (Conv2D) (None, 56, 56, 64) 4160 ['pool1_pool[0][0]']
conv2_block1_1_bn (BatchNormal (None, 56, 56, 64) 256 ['conv2_block1_1_conv[0][0]']
ization)
conv2_block1_1_relu (Activatio (None, 56, 56, 64) 0 ['conv2_block1_1_bn[0][0]']
n)
conv2_block1_2_conv (Conv2D) (None, 56, 56, 64) 36928 ['conv2_block1_1_relu[0][0]']
conv2_block1_2_bn (BatchNormal (None, 56, 56, 64) 256 ['conv2_block1_2_conv[0][0]']
ization)
conv2_block1_2_relu (Activatio (None, 56, 56, 64) 0 ['conv2_block1_2_bn[0][0]']
n)
conv2_block1_0_conv (Conv2D) (None, 56, 56, 256) 16640 ['pool1_pool[0][0]']
conv2_block1_3_conv (Conv2D) (None, 56, 56, 256) 16640 ['conv2_block1_2_relu[0][0]']
conv2_block1_0_bn (BatchNormal (None, 56, 56, 256) 1024 ['conv2_block1_0_conv[0][0]']
ization)
conv2_block1_3_bn (BatchNormal (None, 56, 56, 256) 1024 ['conv2_block1_3_conv[0][0]']
ization)
conv2_block1_add (Add) (None, 56, 56, 256) 0 ['conv2_block1_0_bn[0][0]',
'conv2_block1_3_bn[0][0]']
conv2_block1_out (Activation) (None, 56, 56, 256) 0 ['conv2_block1_add[0][0]']
conv2_block2_1_conv (Conv2D) (None, 56, 56, 64) 16448 ['conv2_block1_out[0][0]']
conv2_block2_1_bn (BatchNormal (None, 56, 56, 64) 256 ['conv2_block2_1_conv[0][0]']
ization)
conv2_block2_1_relu (Activatio (None, 56, 56, 64) 0 ['conv2_block2_1_bn[0][0]']
n)
conv2_block2_2_conv (Conv2D) (None, 56, 56, 64) 36928 ['conv2_block2_1_relu[0][0]']
conv2_block2_2_bn (BatchNormal (None, 56, 56, 64) 256 ['conv2_block2_2_conv[0][0]']
ization)
conv2_block2_2_relu (Activatio (None, 56, 56, 64) 0 ['conv2_block2_2_bn[0][0]']
n)
conv2_block2_3_conv (Conv2D) (None, 56, 56, 256) 16640 ['conv2_block2_2_relu[0][0]']
conv2_block2_3_bn (BatchNormal (None, 56, 56, 256) 1024 ['conv2_block2_3_conv[0][0]']
ization)
conv2_block2_add (Add) (None, 56, 56, 256) 0 ['conv2_block1_out[0][0]',
'conv2_block2_3_bn[0][0]']
conv2_block2_out (Activation) (None, 56, 56, 256) 0 ['conv2_block2_add[0][0]']
conv2_block3_1_conv (Conv2D) (None, 56, 56, 64) 16448 ['conv2_block2_out[0][0]']
conv2_block3_1_bn (BatchNormal (None, 56, 56, 64) 256 ['conv2_block3_1_conv[0][0]']
ization)
conv2_block3_1_relu (Activatio (None, 56, 56, 64) 0 ['conv2_block3_1_bn[0][0]']
n)
conv2_block3_2_conv (Conv2D) (None, 56, 56, 64) 36928 ['conv2_block3_1_relu[0][0]']
conv2_block3_2_bn (BatchNormal (None, 56, 56, 64) 256 ['conv2_block3_2_conv[0][0]']
ization)
conv2_block3_2_relu (Activatio (None, 56, 56, 64) 0 ['conv2_block3_2_bn[0][0]']
n)
conv2_block3_3_conv (Conv2D) (None, 56, 56, 256) 16640 ['conv2_block3_2_relu[0][0]']
conv2_block3_3_bn (BatchNormal (None, 56, 56, 256) 1024 ['conv2_block3_3_conv[0][0]']
ization)
conv2_block3_add (Add) (None, 56, 56, 256) 0 ['conv2_block2_out[0][0]',
'conv2_block3_3_bn[0][0]']
conv2_block3_out (Activation) (None, 56, 56, 256) 0 ['conv2_block3_add[0][0]']
conv3_block1_1_conv (Conv2D) (None, 28, 28, 128) 32896 ['conv2_block3_out[0][0]']
conv3_block1_1_bn (BatchNormal (None, 28, 28, 128) 512 ['conv3_block1_1_conv[0][0]']
ization)
conv3_block1_1_relu (Activatio (None, 28, 28, 128) 0 ['conv3_block1_1_bn[0][0]']
n)
conv3_block1_2_conv (Conv2D) (None, 28, 28, 128) 147584 ['conv3_block1_1_relu[0][0]']
conv3_block1_2_bn (BatchNormal (None, 28, 28, 128) 512 ['conv3_block1_2_conv[0][0]']
ization)
conv3_block1_2_relu (Activatio (None, 28, 28, 128) 0 ['conv3_block1_2_bn[0][0]']
n)
conv3_block1_0_conv (Conv2D) (None, 28, 28, 512) 131584 ['conv2_block3_out[0][0]']
conv3_block1_3_conv (Conv2D) (None, 28, 28, 512) 66048 ['conv3_block1_2_relu[0][0]']
conv3_block1_0_bn (BatchNormal (None, 28, 28, 512) 2048 ['conv3_block1_0_conv[0][0]']
ization)
conv3_block1_3_bn (BatchNormal (None, 28, 28, 512) 2048 ['conv3_block1_3_conv[0][0]']
ization)
conv3_block1_add (Add) (None, 28, 28, 512) 0 ['conv3_block1_0_bn[0][0]',
'conv3_block1_3_bn[0][0]']
conv3_block1_out (Activation) (None, 28, 28, 512) 0 ['conv3_block1_add[0][0]']
conv3_block2_1_conv (Conv2D) (None, 28, 28, 128) 65664 ['conv3_block1_out[0][0]']
conv3_block2_1_bn (BatchNormal (None, 28, 28, 128) 512 ['conv3_block2_1_conv[0][0]']
ization)
conv3_block2_1_relu (Activatio (None, 28, 28, 128) 0 ['conv3_block2_1_bn[0][0]']
n)
conv3_block2_2_conv (Conv2D) (None, 28, 28, 128) 147584 ['conv3_block2_1_relu[0][0]']
conv3_block2_2_bn (BatchNormal (None, 28, 28, 128) 512 ['conv3_block2_2_conv[0][0]']
ization)
conv3_block2_2_relu (Activatio (None, 28, 28, 128) 0 ['conv3_block2_2_bn[0][0]']
n)
conv3_block2_3_conv (Conv2D) (None, 28, 28, 512) 66048 ['conv3_block2_2_relu[0][0]']
conv3_block2_3_bn (BatchNormal (None, 28, 28, 512) 2048 ['conv3_block2_3_conv[0][0]']
ization)
conv3_block2_add (Add) (None, 28, 28, 512) 0 ['conv3_block1_out[0][0]',
'conv3_block2_3_bn[0][0]']
conv3_block2_out (Activation) (None, 28, 28, 512) 0 ['conv3_block2_add[0][0]']
conv3_block3_1_conv (Conv2D) (None, 28, 28, 128) 65664 ['conv3_block2_out[0][0]']
conv3_block3_1_bn (BatchNormal (None, 28, 28, 128) 512 ['conv3_block3_1_conv[0][0]']
ization)
conv3_block3_1_relu (Activatio (None, 28, 28, 128) 0 ['conv3_block3_1_bn[0][0]']
n)
conv3_block3_2_conv (Conv2D) (None, 28, 28, 128) 147584 ['conv3_block3_1_relu[0][0]']
conv3_block3_2_bn (BatchNormal (None, 28, 28, 128) 512 ['conv3_block3_2_conv[0][0]']
ization)
conv3_block3_2_relu (Activatio (None, 28, 28, 128) 0 ['conv3_block3_2_bn[0][0]']
n)
conv3_block3_3_conv (Conv2D) (None, 28, 28, 512) 66048 ['conv3_block3_2_relu[0][0]']
conv3_block3_3_bn (BatchNormal (None, 28, 28, 512) 2048 ['conv3_block3_3_conv[0][0]']
ization)
conv3_block3_add (Add) (None, 28, 28, 512) 0 ['conv3_block2_out[0][0]',
'conv3_block3_3_bn[0][0]']
conv3_block3_out (Activation) (None, 28, 28, 512) 0 ['conv3_block3_add[0][0]']
conv3_block4_1_conv (Conv2D) (None, 28, 28, 128) 65664 ['conv3_block3_out[0][0]']
conv3_block4_1_bn (BatchNormal (None, 28, 28, 128) 512 ['conv3_block4_1_conv[0][0]']
ization)
conv3_block4_1_relu (Activatio (None, 28, 28, 128) 0 ['conv3_block4_1_bn[0][0]']
n)
conv3_block4_2_conv (Conv2D) (None, 28, 28, 128) 147584 ['conv3_block4_1_relu[0][0]']
conv3_block4_2_bn (BatchNormal (None, 28, 28, 128) 512 ['conv3_block4_2_conv[0][0]']
ization)
conv3_block4_2_relu (Activatio (None, 28, 28, 128) 0 ['conv3_block4_2_bn[0][0]']
n)
conv3_block4_3_conv (Conv2D) (None, 28, 28, 512) 66048 ['conv3_block4_2_relu[0][0]']
conv3_block4_3_bn (BatchNormal (None, 28, 28, 512) 2048 ['conv3_block4_3_conv[0][0]']
ization)
conv3_block4_add (Add) (None, 28, 28, 512) 0 ['conv3_block3_out[0][0]',
'conv3_block4_3_bn[0][0]']
conv3_block4_out (Activation) (None, 28, 28, 512) 0 ['conv3_block4_add[0][0]']
conv4_block1_1_conv (Conv2D) (None, 14, 14, 256) 131328 ['conv3_block4_out[0][0]']
conv4_block1_1_bn (BatchNormal (None, 14, 14, 256) 1024 ['conv4_block1_1_conv[0][0]']
ization)
conv4_block1_1_relu (Activatio (None, 14, 14, 256) 0 ['conv4_block1_1_bn[0][0]']
n)
conv4_block1_2_conv (Conv2D) (None, 14, 14, 256) 590080 ['conv4_block1_1_relu[0][0]']
conv4_block1_2_bn (BatchNormal (None, 14, 14, 256) 1024 ['conv4_block1_2_conv[0][0]']
ization)
conv4_block1_2_relu (Activatio (None, 14, 14, 256) 0 ['conv4_block1_2_bn[0][0]']
n)
conv4_block1_0_conv (Conv2D) (None, 14, 14, 1024 525312 ['conv3_block4_out[0][0]']
)
conv4_block1_3_conv (Conv2D) (None, 14, 14, 1024 263168 ['conv4_block1_2_relu[0][0]']
)
conv4_block1_0_bn (BatchNormal (None, 14, 14, 1024 4096 ['conv4_block1_0_conv[0][0]']
ization) )
conv4_block1_3_bn (BatchNormal (None, 14, 14, 1024 4096 ['conv4_block1_3_conv[0][0]']
ization) )
conv4_block1_add (Add) (None, 14, 14, 1024 0 ['conv4_block1_0_bn[0][0]',
) 'conv4_block1_3_bn[0][0]']
conv4_block1_out (Activation) (None, 14, 14, 1024 0 ['conv4_block1_add[0][0]']
)
conv4_block2_1_conv (Conv2D) (None, 14, 14, 256) 262400 ['conv4_block1_out[0][0]']
conv4_block2_1_bn (BatchNormal (None, 14, 14, 256) 1024 ['conv4_block2_1_conv[0][0]']
ization)
conv4_block2_1_relu (Activatio (None, 14, 14, 256) 0 ['conv4_block2_1_bn[0][0]']
n)
conv4_block2_2_conv (Conv2D) (None, 14, 14, 256) 590080 ['conv4_block2_1_relu[0][0]']
conv4_block2_2_bn (BatchNormal (None, 14, 14, 256) 1024 ['conv4_block2_2_conv[0][0]']
ization)
conv4_block2_2_relu (Activatio (None, 14, 14, 256) 0 ['conv4_block2_2_bn[0][0]']
n)
conv4_block2_3_conv (Conv2D) (None, 14, 14, 1024 263168 ['conv4_block2_2_relu[0][0]']
)
conv4_block2_3_bn (BatchNormal (None, 14, 14, 1024 4096 ['conv4_block2_3_conv[0][0]']
ization) )
conv4_block2_add (Add) (None, 14, 14, 1024 0 ['conv4_block1_out[0][0]',
) 'conv4_block2_3_bn[0][0]']
conv4_block2_out (Activation) (None, 14, 14, 1024 0 ['conv4_block2_add[0][0]']
)
conv4_block3_1_conv (Conv2D) (None, 14, 14, 256) 262400 ['conv4_block2_out[0][0]']
conv4_block3_1_bn (BatchNormal (None, 14, 14, 256) 1024 ['conv4_block3_1_conv[0][0]']
ization)
conv4_block3_1_relu (Activatio (None, 14, 14, 256) 0 ['conv4_block3_1_bn[0][0]']
n)
conv4_block3_2_conv (Conv2D) (None, 14, 14, 256) 590080 ['conv4_block3_1_relu[0][0]']
conv4_block3_2_bn (BatchNormal (None, 14, 14, 256) 1024 ['conv4_block3_2_conv[0][0]']
ization)
conv4_block3_2_relu (Activatio (None, 14, 14, 256) 0 ['conv4_block3_2_bn[0][0]']
n)
conv4_block3_3_conv (Conv2D) (None, 14, 14, 1024 263168 ['conv4_block3_2_relu[0][0]']
)
conv4_block3_3_bn (BatchNormal (None, 14, 14, 1024 4096 ['conv4_block3_3_conv[0][0]']
ization) )
conv4_block3_add (Add) (None, 14, 14, 1024 0 ['conv4_block2_out[0][0]',
) 'conv4_block3_3_bn[0][0]']
conv4_block3_out (Activation) (None, 14, 14, 1024 0 ['conv4_block3_add[0][0]']
)
conv4_block4_1_conv (Conv2D) (None, 14, 14, 256) 262400 ['conv4_block3_out[0][0]']
conv4_block4_1_bn (BatchNormal (None, 14, 14, 256) 1024 ['conv4_block4_1_conv[0][0]']
ization)
conv4_block4_1_relu (Activatio (None, 14, 14, 256) 0 ['conv4_block4_1_bn[0][0]']
n)
conv4_block4_2_conv (Conv2D) (None, 14, 14, 256) 590080 ['conv4_block4_1_relu[0][0]']
conv4_block4_2_bn (BatchNormal (None, 14, 14, 256) 1024 ['conv4_block4_2_conv[0][0]']
ization)
conv4_block4_2_relu (Activatio (None, 14, 14, 256) 0 ['conv4_block4_2_bn[0][0]']
n)
conv4_block4_3_conv (Conv2D) (None, 14, 14, 1024 263168 ['conv4_block4_2_relu[0][0]']
)
conv4_block4_3_bn (BatchNormal (None, 14, 14, 1024 4096 ['conv4_block4_3_conv[0][0]']
ization) )
conv4_block4_add (Add) (None, 14, 14, 1024 0 ['conv4_block3_out[0][0]',
) 'conv4_block4_3_bn[0][0]']
conv4_block4_out (Activation) (None, 14, 14, 1024 0 ['conv4_block4_add[0][0]']
)
conv4_block5_1_conv (Conv2D) (None, 14, 14, 256) 262400 ['conv4_block4_out[0][0]']
conv4_block5_1_bn (BatchNormal (None, 14, 14, 256) 1024 ['conv4_block5_1_conv[0][0]']
ization)
conv4_block5_1_relu (Activatio (None, 14, 14, 256) 0 ['conv4_block5_1_bn[0][0]']
n)
conv4_block5_2_conv (Conv2D) (None, 14, 14, 256) 590080 ['conv4_block5_1_relu[0][0]']
conv4_block5_2_bn (BatchNormal (None, 14, 14, 256) 1024 ['conv4_block5_2_conv[0][0]']
ization)
conv4_block5_2_relu (Activatio (None, 14, 14, 256) 0 ['conv4_block5_2_bn[0][0]']
n)
conv4_block5_3_conv (Conv2D) (None, 14, 14, 1024 263168 ['conv4_block5_2_relu[0][0]']
)
conv4_block5_3_bn (BatchNormal (None, 14, 14, 1024 4096 ['conv4_block5_3_conv[0][0]']
ization) )
conv4_block5_add (Add) (None, 14, 14, 1024 0 ['conv4_block4_out[0][0]',
) 'conv4_block5_3_bn[0][0]']
conv4_block5_out (Activation) (None, 14, 14, 1024 0 ['conv4_block5_add[0][0]']
)
conv4_block6_1_conv (Conv2D) (None, 14, 14, 256) 262400 ['conv4_block5_out[0][0]']
conv4_block6_1_bn (BatchNormal (None, 14, 14, 256) 1024 ['conv4_block6_1_conv[0][0]']
ization)
conv4_block6_1_relu (Activatio (None, 14, 14, 256) 0 ['conv4_block6_1_bn[0][0]']
n)
conv4_block6_2_conv (Conv2D) (None, 14, 14, 256) 590080 ['conv4_block6_1_relu[0][0]']
conv4_block6_2_bn (BatchNormal (None, 14, 14, 256) 1024 ['conv4_block6_2_conv[0][0]']
ization)
conv4_block6_2_relu (Activatio (None, 14, 14, 256) 0 ['conv4_block6_2_bn[0][0]']
n)
conv4_block6_3_conv (Conv2D) (None, 14, 14, 1024 263168 ['conv4_block6_2_relu[0][0]']
)
conv4_block6_3_bn (BatchNormal (None, 14, 14, 1024 4096 ['conv4_block6_3_conv[0][0]']
ization) )
conv4_block6_add (Add) (None, 14, 14, 1024 0 ['conv4_block5_out[0][0]',
) 'conv4_block6_3_bn[0][0]']
conv4_block6_out (Activation) (None, 14, 14, 1024 0 ['conv4_block6_add[0][0]']
)
conv5_block1_1_conv (Conv2D) (None, 7, 7, 512) 524800 ['conv4_block6_out[0][0]']
conv5_block1_1_bn (BatchNormal (None, 7, 7, 512) 2048 ['conv5_block1_1_conv[0][0]']
ization)
conv5_block1_1_relu (Activatio (None, 7, 7, 512) 0 ['conv5_block1_1_bn[0][0]']
n)
conv5_block1_2_conv (Conv2D) (None, 7, 7, 512) 2359808 ['conv5_block1_1_relu[0][0]']
conv5_block1_2_bn (BatchNormal (None, 7, 7, 512) 2048 ['conv5_block1_2_conv[0][0]']
ization)
conv5_block1_2_relu (Activatio (None, 7, 7, 512) 0 ['conv5_block1_2_bn[0][0]']
n)
conv5_block1_0_conv (Conv2D) (None, 7, 7, 2048) 2099200 ['conv4_block6_out[0][0]']
conv5_block1_3_conv (Conv2D) (None, 7, 7, 2048) 1050624 ['conv5_block1_2_relu[0][0]']
conv5_block1_0_bn (BatchNormal (None, 7, 7, 2048) 8192 ['conv5_block1_0_conv[0][0]']
ization)
conv5_block1_3_bn (BatchNormal (None, 7, 7, 2048) 8192 ['conv5_block1_3_conv[0][0]']
ization)
conv5_block1_add (Add) (None, 7, 7, 2048) 0 ['conv5_block1_0_bn[0][0]',
'conv5_block1_3_bn[0][0]']
conv5_block1_out (Activation) (None, 7, 7, 2048) 0 ['conv5_block1_add[0][0]']
conv5_block2_1_conv (Conv2D) (None, 7, 7, 512) 1049088 ['conv5_block1_out[0][0]']
conv5_block2_1_bn (BatchNormal (None, 7, 7, 512) 2048 ['conv5_block2_1_conv[0][0]']
ization)
conv5_block2_1_relu (Activatio (None, 7, 7, 512) 0 ['conv5_block2_1_bn[0][0]']
n)
conv5_block2_2_conv (Conv2D) (None, 7, 7, 512) 2359808 ['conv5_block2_1_relu[0][0]']
conv5_block2_2_bn (BatchNormal (None, 7, 7, 512) 2048 ['conv5_block2_2_conv[0][0]']
ization)
conv5_block2_2_relu (Activatio (None, 7, 7, 512) 0 ['conv5_block2_2_bn[0][0]']
n)
conv5_block2_3_conv (Conv2D) (None, 7, 7, 2048) 1050624 ['conv5_block2_2_relu[0][0]']
conv5_block2_3_bn (BatchNormal (None, 7, 7, 2048) 8192 ['conv5_block2_3_conv[0][0]']
ization)
conv5_block2_add (Add) (None, 7, 7, 2048) 0 ['conv5_block1_out[0][0]',
'conv5_block2_3_bn[0][0]']
conv5_block2_out (Activation) (None, 7, 7, 2048) 0 ['conv5_block2_add[0][0]']
conv5_block3_1_conv (Conv2D) (None, 7, 7, 512) 1049088 ['conv5_block2_out[0][0]']
conv5_block3_1_bn (BatchNormal (None, 7, 7, 512) 2048 ['conv5_block3_1_conv[0][0]']
ization)
conv5_block3_1_relu (Activatio (None, 7, 7, 512) 0 ['conv5_block3_1_bn[0][0]']
n)
conv5_block3_2_conv (Conv2D) (None, 7, 7, 512) 2359808 ['conv5_block3_1_relu[0][0]']
conv5_block3_2_bn (BatchNormal (None, 7, 7, 512) 2048 ['conv5_block3_2_conv[0][0]']
ization)
conv5_block3_2_relu (Activatio (None, 7, 7, 512) 0 ['conv5_block3_2_bn[0][0]']
n)
conv5_block3_3_conv (Conv2D) (None, 7, 7, 2048) 1050624 ['conv5_block3_2_relu[0][0]']
conv5_block3_3_bn (BatchNormal (None, 7, 7, 2048) 8192 ['conv5_block3_3_conv[0][0]']
ization)
conv5_block3_add (Add) (None, 7, 7, 2048) 0 ['conv5_block2_out[0][0]',
'conv5_block3_3_bn[0][0]']
conv5_block3_out (Activation) (None, 7, 7, 2048) 0 ['conv5_block3_add[0][0]']
avg_pool (GlobalAveragePooling (None, 2048) 0 ['conv5_block3_out[0][0]']
2D)
==================================================================================================
Total params: 23,587,712
Trainable params: 23,534,592
Non-trainable params: 53,120
__________________________________________________________________________________________________
Extract Embeddings for All Images
import os
import numpy as np
# Path to your extracted images directory
image_dir = "/content/drive/MyDrive/PINS/PINS" # Update this if needed
# List all image file paths
image_paths = []
labels = []
for folder in os.listdir(image_dir):
folder_path = os.path.join(image_dir, folder)
if os.path.isdir(folder_path): # Ensure it's a folder
for img_file in os.listdir(folder_path):
img_path = os.path.join(folder_path, img_file)
image_paths.append(img_path)
labels.append(folder.replace("pins_", "")) # Extract actor name
print(f"Total images: {len(image_paths)}")
print(f"Sample labels: {labels[:5]}")
Total images: 10770 Sample labels: ['Aaron Paul', 'Aaron Paul', 'Aaron Paul', 'Aaron Paul', 'Aaron Paul']
import numpy as np
import cv2
from tensorflow.keras.applications.resnet50 import ResNet50, preprocess_input
from tensorflow.keras.models import Model
# Load Pretrained ResNet50 Model (removing classification layer)
base_model = ResNet50(weights="imagenet", include_top=False, pooling="avg")
model = Model(inputs=base_model.input, outputs=base_model.output)
def extract_embedding(img_path, model):
"""
Function to extract feature embeddings from an image.
"""
img = cv2.imread(img_path) # Load image
img = cv2.resize(img, (224, 224)) # Resize to 224x224 (ResNet input size)
img = cv2.cvtColor(img, cv2.COLOR_BGR2RGB) # Convert BGR to RGB
img = np.expand_dims(img, axis=0) # Expand dimensions for batch processing
img = preprocess_input(img) # Normalize using ResNet preprocessing
embedding = model.predict(img)[0] # Extract feature vector
return embedding
from tqdm import tqdm
# Create an empty dictionary to store embeddings
embeddings = {}
for i, img_path in tqdm(enumerate(image_paths), total=len(image_paths)):
try:
embeddings[img_path] = extract_embedding(img_path, model)
except Exception as e:
print(f"Error processing {img_path}: {e}")
print("Embeddings generated for all images!")
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Embeddings generated for all images!
import pandas as pd
# Convert dictionary to DataFrame
df_embeddings = pd.DataFrame(embeddings).T # Transpose so images are rows
df_embeddings["label"] = labels # Add labels
# Save to CSV
df_embeddings.to_csv("image_embeddings.csv", index_label="image_path")
print("Embeddings successfully saved to image_embeddings.csv!")
Embeddings successfully saved to image_embeddings.csv!
import os
print("Files in current directory:", os.listdir("."))
Files in current directory: ['.config', 'drive', 'image_embeddings.csv', 'sample_data']
Finding Similar Images Using Distance Metrics
We will use cosine similarity because it works well for features
import pandas as pd
from sklearn.metrics.pairwise import cosine_similarity
import numpy as np
# Load embeddings
df_embeddings = pd.read_csv("image_embeddings.csv", index_col="image_path")
# Extract only the feature vectors (exclude labels)
X = df_embeddings.drop(columns=["label"]).values
# Compute cosine similarity matrix
similarity_matrix = cosine_similarity(X)
print("Cosine similarity matrix shape:", similarity_matrix.shape)
Cosine similarity matrix shape: (10770, 10770)
Each row and column represents an image. The values indicate how similar each image is to every other image.
Similarity Threshold
SIMILARITY_THRESHOLD = 0.7 # Tune this threshold based on results
DISSIMILARITY_THRESHOLD = 0.5
If cosine similarity > 0.8, the images are similar
If cosine similarity < 0.5, the images are dissimilar
Find and Classify Similar & Dissimilar Images
def classify_similar_images(image_index, top_n=5):
"""
Finds the top N most similar and dissimilar images to a given image index.
"""
similarity_scores = similarity_matrix[image_index] # Get similarity scores for this image
sorted_indices = np.argsort(similarity_scores)[::-1] # Sort in descending order
# Filter similar and dissimilar images based on threshold
similar_indices = [i for i in sorted_indices if similarity_scores[i] > SIMILARITY_THRESHOLD and i != image_index][:top_n]
dissimilar_indices = [i for i in sorted_indices if similarity_scores[i] < DISSIMILARITY_THRESHOLD][:top_n]
return similar_indices, dissimilar_indices
# Example: Get 5 similar and dissimilar images for the first image
similar_imgs, dissimilar_imgs = classify_similar_images(0, top_n=5)
print("Similar Images:", similar_imgs)
print("Dissimilar Images:", dissimilar_imgs)
Similar Images: [7287, 6364, 8479, 10367, 4714] Dissimilar Images: [1673, 2855, 9335, 10621, 3413]
Run the Visualization Function
import matplotlib.pyplot as plt
import cv2
import matplotlib.pyplot as plt
import cv2
import os
def show_classified_images(image_index, top_n=5):
"""
Displays the original image along with top N similar and dissimilar images.
Fixes issues related to empty subplots and misalignment.
"""
similar_indices, dissimilar_indices = classify_similar_images(image_index, top_n)
# Dynamically set the number of columns
total_images = 1 + top_n + top_n # Original + Similar + Dissimilar
cols = max(6, total_images) # Ensure at least 6 columns
rows = 2 # Two rows (Similar & Dissimilar)
fig, axes = plt.subplots(rows, cols, figsize=(cols * 2, 6))
axes = axes.flatten() # Flatten for easy iteration
# Function to load and display an image
def display_image(ax, img_path, title):
ax.axis("off") # Hide axis
if os.path.exists(img_path):
img = cv2.imread(img_path)
img = cv2.cvtColor(img, cv2.COLOR_BGR2RGB)
ax.imshow(img)
else:
ax.text(0.5, 0.5, "Not Found", fontsize=12, ha='center', va='center')
ax.set_title(title, fontsize=10)
# Load original image
original_img_path = df_embeddings.index[image_index]
display_image(axes[0], original_img_path, "Original Image")
# Show similar images
for i, idx in enumerate(similar_indices):
img_path = df_embeddings.index[idx]
display_image(axes[i + 1], img_path, f"Similar {i+1}")
# Show dissimilar images
for i, idx in enumerate(dissimilar_indices):
img_path = df_embeddings.index[idx]
display_image(axes[top_n + 1 + i], img_path, f"Dissimilar {i+1}")
# Hide any extra subplots
for j in range(total_images, len(axes)):
axes[j].axis("off")
plt.suptitle("Top Similar and Dissimilar Images", fontsize=14, fontweight='bold')
plt.tight_layout()
plt.show()
show_classified_images(3, top_n=4)
- There is an issue in the model which is displaying wrong images in similar case
DEEPFACE
!pip install deepface
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Preparing metadata (setup.py) ... done
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Building wheels for collected packages: fire
Building wheel for fire (setup.py) ... done
Created wheel for fire: filename=fire-0.7.0-py3-none-any.whl size=114249 sha256=e82830bd46379feee4338d8e6e4701ca28037e713e323aeddeb82d14b31afdfb
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Successfully built fire
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Successfully installed deepface-0.0.93 fire-0.7.0 flask-cors-5.0.1 gunicorn-23.0.0 lz4-4.4.3 mtcnn-1.0.0 retina-face-0.0.17
!pip install -U deepface
Requirement already satisfied: deepface in /usr/local/lib/python3.11/dist-packages (0.0.93) Requirement already satisfied: requests>=2.27.1 in /usr/local/lib/python3.11/dist-packages (from deepface) (2.32.3) Requirement already satisfied: numpy>=1.14.0 in /usr/local/lib/python3.11/dist-packages (from deepface) (1.23.5) Requirement already satisfied: pandas>=0.23.4 in /usr/local/lib/python3.11/dist-packages (from deepface) (2.2.2) Requirement already satisfied: gdown>=3.10.1 in /usr/local/lib/python3.11/dist-packages (from deepface) (5.2.0) Requirement already satisfied: tqdm>=4.30.0 in /usr/local/lib/python3.11/dist-packages (from deepface) (4.67.1) Requirement already satisfied: Pillow>=5.2.0 in /usr/local/lib/python3.11/dist-packages (from deepface) (11.1.0) Requirement already satisfied: opencv-python>=4.5.5.64 in /usr/local/lib/python3.11/dist-packages (from deepface) (4.11.0.86) Requirement already satisfied: tensorflow>=1.9.0 in /usr/local/lib/python3.11/dist-packages (from deepface) (2.12.0) Requirement already satisfied: keras>=2.2.0 in /usr/local/lib/python3.11/dist-packages (from deepface) (2.12.0) Requirement already satisfied: Flask>=1.1.2 in /usr/local/lib/python3.11/dist-packages (from deepface) (3.1.0) Requirement already satisfied: flask-cors>=4.0.1 in /usr/local/lib/python3.11/dist-packages (from deepface) (5.0.1) Requirement already satisfied: mtcnn>=0.1.0 in /usr/local/lib/python3.11/dist-packages (from deepface) (1.0.0) Requirement already satisfied: retina-face>=0.0.1 in /usr/local/lib/python3.11/dist-packages (from deepface) (0.0.17) Requirement already satisfied: fire>=0.4.0 in /usr/local/lib/python3.11/dist-packages (from deepface) (0.7.0) Requirement already satisfied: gunicorn>=20.1.0 in /usr/local/lib/python3.11/dist-packages (from deepface) (23.0.0) Requirement already satisfied: termcolor in /usr/local/lib/python3.11/dist-packages (from fire>=0.4.0->deepface) (2.5.0) Requirement already satisfied: Werkzeug>=3.1 in /usr/local/lib/python3.11/dist-packages (from Flask>=1.1.2->deepface) (3.1.3) Requirement already satisfied: Jinja2>=3.1.2 in /usr/local/lib/python3.11/dist-packages (from Flask>=1.1.2->deepface) (3.1.6) Requirement already satisfied: itsdangerous>=2.2 in /usr/local/lib/python3.11/dist-packages (from Flask>=1.1.2->deepface) (2.2.0) Requirement already satisfied: click>=8.1.3 in /usr/local/lib/python3.11/dist-packages (from Flask>=1.1.2->deepface) (8.1.8) Requirement already satisfied: blinker>=1.9 in /usr/local/lib/python3.11/dist-packages (from Flask>=1.1.2->deepface) (1.9.0) Requirement already satisfied: beautifulsoup4 in /usr/local/lib/python3.11/dist-packages (from gdown>=3.10.1->deepface) (4.13.3) Requirement already satisfied: filelock in /usr/local/lib/python3.11/dist-packages (from gdown>=3.10.1->deepface) (3.18.0) Requirement already satisfied: packaging in /usr/local/lib/python3.11/dist-packages (from gunicorn>=20.1.0->deepface) (24.2) Requirement already satisfied: joblib>=1.4.2 in /usr/local/lib/python3.11/dist-packages (from mtcnn>=0.1.0->deepface) (1.4.2) Requirement already satisfied: lz4>=4.3.3 in /usr/local/lib/python3.11/dist-packages (from mtcnn>=0.1.0->deepface) (4.4.3) Requirement already satisfied: python-dateutil>=2.8.2 in /usr/local/lib/python3.11/dist-packages (from pandas>=0.23.4->deepface) (2.8.2) Requirement already satisfied: pytz>=2020.1 in /usr/local/lib/python3.11/dist-packages (from pandas>=0.23.4->deepface) (2025.1) Requirement already satisfied: tzdata>=2022.7 in /usr/local/lib/python3.11/dist-packages (from pandas>=0.23.4->deepface) (2025.1) Requirement already satisfied: charset-normalizer<4,>=2 in /usr/local/lib/python3.11/dist-packages (from requests>=2.27.1->deepface) (3.4.1) Requirement already satisfied: idna<4,>=2.5 in /usr/local/lib/python3.11/dist-packages (from requests>=2.27.1->deepface) (3.10) Requirement already satisfied: urllib3<3,>=1.21.1 in /usr/local/lib/python3.11/dist-packages (from requests>=2.27.1->deepface) (2.3.0) Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.11/dist-packages (from requests>=2.27.1->deepface) (2025.1.31) Requirement already satisfied: absl-py>=1.0.0 in /usr/local/lib/python3.11/dist-packages (from tensorflow>=1.9.0->deepface) (1.4.0) Requirement already satisfied: astunparse>=1.6.0 in /usr/local/lib/python3.11/dist-packages (from tensorflow>=1.9.0->deepface) (1.6.3) Requirement already satisfied: flatbuffers>=2.0 in /usr/local/lib/python3.11/dist-packages (from tensorflow>=1.9.0->deepface) (25.2.10) Requirement already satisfied: gast<=0.4.0,>=0.2.1 in /usr/local/lib/python3.11/dist-packages (from tensorflow>=1.9.0->deepface) (0.4.0) Requirement already satisfied: google-pasta>=0.1.1 in /usr/local/lib/python3.11/dist-packages (from tensorflow>=1.9.0->deepface) (0.2.0) Requirement already satisfied: grpcio<2.0,>=1.24.3 in /usr/local/lib/python3.11/dist-packages (from tensorflow>=1.9.0->deepface) (1.71.0) Requirement already satisfied: h5py>=2.9.0 in /usr/local/lib/python3.11/dist-packages (from tensorflow>=1.9.0->deepface) (3.13.0) Requirement already satisfied: jax>=0.3.15 in /usr/local/lib/python3.11/dist-packages (from tensorflow>=1.9.0->deepface) (0.4.30) Requirement already satisfied: libclang>=13.0.0 in /usr/local/lib/python3.11/dist-packages (from tensorflow>=1.9.0->deepface) (18.1.1) Requirement already satisfied: opt-einsum>=2.3.2 in /usr/local/lib/python3.11/dist-packages (from tensorflow>=1.9.0->deepface) (3.4.0) Requirement already satisfied: protobuf!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<5.0.0dev,>=3.20.3 in /usr/local/lib/python3.11/dist-packages (from tensorflow>=1.9.0->deepface) (4.25.6) Requirement already satisfied: setuptools in /usr/local/lib/python3.11/dist-packages (from tensorflow>=1.9.0->deepface) (75.1.0) Requirement already satisfied: six>=1.12.0 in /usr/local/lib/python3.11/dist-packages (from tensorflow>=1.9.0->deepface) (1.17.0) Requirement already satisfied: tensorboard<2.13,>=2.12 in /usr/local/lib/python3.11/dist-packages (from tensorflow>=1.9.0->deepface) (2.12.3) Requirement already satisfied: tensorflow-estimator<2.13,>=2.12.0 in /usr/local/lib/python3.11/dist-packages (from tensorflow>=1.9.0->deepface) (2.12.0) Requirement already satisfied: typing-extensions>=3.6.6 in /usr/local/lib/python3.11/dist-packages (from tensorflow>=1.9.0->deepface) (4.12.2) Requirement already satisfied: wrapt<1.15,>=1.11.0 in /usr/local/lib/python3.11/dist-packages (from tensorflow>=1.9.0->deepface) (1.14.1) Requirement already satisfied: tensorflow-io-gcs-filesystem>=0.23.1 in /usr/local/lib/python3.11/dist-packages (from tensorflow>=1.9.0->deepface) (0.37.1) Requirement already satisfied: wheel<1.0,>=0.23.0 in /usr/local/lib/python3.11/dist-packages (from astunparse>=1.6.0->tensorflow>=1.9.0->deepface) (0.45.1) Requirement already satisfied: jaxlib<=0.4.30,>=0.4.27 in /usr/local/lib/python3.11/dist-packages (from jax>=0.3.15->tensorflow>=1.9.0->deepface) (0.4.30) Requirement already satisfied: ml-dtypes>=0.2.0 in /usr/local/lib/python3.11/dist-packages (from jax>=0.3.15->tensorflow>=1.9.0->deepface) (0.4.1) Requirement already satisfied: scipy>=1.9 in /usr/local/lib/python3.11/dist-packages (from jax>=0.3.15->tensorflow>=1.9.0->deepface) (1.14.1) Requirement already satisfied: MarkupSafe>=2.0 in /usr/local/lib/python3.11/dist-packages (from Jinja2>=3.1.2->Flask>=1.1.2->deepface) (3.0.2) Requirement already satisfied: google-auth<3,>=1.6.3 in /usr/local/lib/python3.11/dist-packages (from tensorboard<2.13,>=2.12->tensorflow>=1.9.0->deepface) (2.38.0) Requirement already satisfied: google-auth-oauthlib<1.1,>=0.5 in /usr/local/lib/python3.11/dist-packages (from tensorboard<2.13,>=2.12->tensorflow>=1.9.0->deepface) (1.0.0) Requirement already satisfied: markdown>=2.6.8 in /usr/local/lib/python3.11/dist-packages (from tensorboard<2.13,>=2.12->tensorflow>=1.9.0->deepface) (3.7) Requirement already satisfied: tensorboard-data-server<0.8.0,>=0.7.0 in /usr/local/lib/python3.11/dist-packages (from tensorboard<2.13,>=2.12->tensorflow>=1.9.0->deepface) (0.7.2) Requirement already satisfied: soupsieve>1.2 in /usr/local/lib/python3.11/dist-packages (from beautifulsoup4->gdown>=3.10.1->deepface) (2.6) Requirement already satisfied: PySocks!=1.5.7,>=1.5.6 in /usr/local/lib/python3.11/dist-packages (from requests[socks]->gdown>=3.10.1->deepface) (1.7.1) Requirement already satisfied: cachetools<6.0,>=2.0.0 in /usr/local/lib/python3.11/dist-packages (from google-auth<3,>=1.6.3->tensorboard<2.13,>=2.12->tensorflow>=1.9.0->deepface) (5.5.2) Requirement already satisfied: pyasn1-modules>=0.2.1 in /usr/local/lib/python3.11/dist-packages (from google-auth<3,>=1.6.3->tensorboard<2.13,>=2.12->tensorflow>=1.9.0->deepface) (0.4.1) Requirement already satisfied: rsa<5,>=3.1.4 in /usr/local/lib/python3.11/dist-packages (from google-auth<3,>=1.6.3->tensorboard<2.13,>=2.12->tensorflow>=1.9.0->deepface) (4.9) Requirement already satisfied: requests-oauthlib>=0.7.0 in /usr/local/lib/python3.11/dist-packages (from google-auth-oauthlib<1.1,>=0.5->tensorboard<2.13,>=2.12->tensorflow>=1.9.0->deepface) (2.0.0) Requirement already satisfied: pyasn1<0.7.0,>=0.4.6 in /usr/local/lib/python3.11/dist-packages (from pyasn1-modules>=0.2.1->google-auth<3,>=1.6.3->tensorboard<2.13,>=2.12->tensorflow>=1.9.0->deepface) (0.6.1) Requirement already satisfied: oauthlib>=3.0.0 in /usr/local/lib/python3.11/dist-packages (from requests-oauthlib>=0.7.0->google-auth-oauthlib<1.1,>=0.5->tensorboard<2.13,>=2.12->tensorflow>=1.9.0->deepface) (3.2.2)
!pip install tensorflow keras numpy
Requirement already satisfied: tensorflow in /usr/local/lib/python3.11/dist-packages (2.12.0) Requirement already satisfied: keras in /usr/local/lib/python3.11/dist-packages (2.12.0) Requirement already satisfied: numpy in /usr/local/lib/python3.11/dist-packages (1.23.5) Requirement already satisfied: absl-py>=1.0.0 in /usr/local/lib/python3.11/dist-packages (from tensorflow) (1.4.0) Requirement already satisfied: astunparse>=1.6.0 in /usr/local/lib/python3.11/dist-packages (from tensorflow) (1.6.3) Requirement already satisfied: flatbuffers>=2.0 in /usr/local/lib/python3.11/dist-packages (from tensorflow) (25.2.10) Requirement already satisfied: gast<=0.4.0,>=0.2.1 in /usr/local/lib/python3.11/dist-packages (from tensorflow) (0.4.0) Requirement already satisfied: google-pasta>=0.1.1 in /usr/local/lib/python3.11/dist-packages (from tensorflow) (0.2.0) Requirement already satisfied: grpcio<2.0,>=1.24.3 in /usr/local/lib/python3.11/dist-packages (from tensorflow) (1.71.0) Requirement already satisfied: h5py>=2.9.0 in /usr/local/lib/python3.11/dist-packages (from tensorflow) (3.13.0) Requirement already satisfied: jax>=0.3.15 in /usr/local/lib/python3.11/dist-packages (from tensorflow) (0.4.30) Requirement already satisfied: libclang>=13.0.0 in /usr/local/lib/python3.11/dist-packages (from tensorflow) (18.1.1) Requirement already satisfied: opt-einsum>=2.3.2 in /usr/local/lib/python3.11/dist-packages (from tensorflow) (3.4.0) Requirement already satisfied: packaging in /usr/local/lib/python3.11/dist-packages (from tensorflow) (24.2) Requirement already satisfied: protobuf!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<5.0.0dev,>=3.20.3 in /usr/local/lib/python3.11/dist-packages (from tensorflow) (4.25.6) Requirement already satisfied: setuptools in /usr/local/lib/python3.11/dist-packages (from tensorflow) (75.1.0) Requirement already satisfied: six>=1.12.0 in /usr/local/lib/python3.11/dist-packages (from tensorflow) (1.17.0) Requirement already satisfied: tensorboard<2.13,>=2.12 in /usr/local/lib/python3.11/dist-packages (from tensorflow) (2.12.3) Requirement already satisfied: tensorflow-estimator<2.13,>=2.12.0 in /usr/local/lib/python3.11/dist-packages (from tensorflow) (2.12.0) Requirement already satisfied: termcolor>=1.1.0 in /usr/local/lib/python3.11/dist-packages (from tensorflow) (2.5.0) Requirement already satisfied: typing-extensions>=3.6.6 in /usr/local/lib/python3.11/dist-packages (from tensorflow) (4.12.2) Requirement already satisfied: wrapt<1.15,>=1.11.0 in /usr/local/lib/python3.11/dist-packages (from tensorflow) (1.14.1) Requirement already satisfied: tensorflow-io-gcs-filesystem>=0.23.1 in /usr/local/lib/python3.11/dist-packages (from tensorflow) (0.37.1) Requirement already satisfied: wheel<1.0,>=0.23.0 in /usr/local/lib/python3.11/dist-packages (from astunparse>=1.6.0->tensorflow) (0.45.1) Requirement already satisfied: jaxlib<=0.4.30,>=0.4.27 in /usr/local/lib/python3.11/dist-packages (from jax>=0.3.15->tensorflow) (0.4.30) Requirement already satisfied: ml-dtypes>=0.2.0 in /usr/local/lib/python3.11/dist-packages (from jax>=0.3.15->tensorflow) (0.4.1) Requirement already satisfied: scipy>=1.9 in /usr/local/lib/python3.11/dist-packages (from jax>=0.3.15->tensorflow) (1.14.1) Requirement already satisfied: google-auth<3,>=1.6.3 in /usr/local/lib/python3.11/dist-packages (from tensorboard<2.13,>=2.12->tensorflow) (2.38.0) Requirement already satisfied: google-auth-oauthlib<1.1,>=0.5 in /usr/local/lib/python3.11/dist-packages (from tensorboard<2.13,>=2.12->tensorflow) (1.0.0) Requirement already satisfied: markdown>=2.6.8 in /usr/local/lib/python3.11/dist-packages (from tensorboard<2.13,>=2.12->tensorflow) (3.7) Requirement already satisfied: requests<3,>=2.21.0 in /usr/local/lib/python3.11/dist-packages (from tensorboard<2.13,>=2.12->tensorflow) (2.32.3) Requirement already satisfied: tensorboard-data-server<0.8.0,>=0.7.0 in /usr/local/lib/python3.11/dist-packages (from tensorboard<2.13,>=2.12->tensorflow) (0.7.2) Requirement already satisfied: werkzeug>=1.0.1 in /usr/local/lib/python3.11/dist-packages (from tensorboard<2.13,>=2.12->tensorflow) (3.1.3) Requirement already satisfied: cachetools<6.0,>=2.0.0 in /usr/local/lib/python3.11/dist-packages (from google-auth<3,>=1.6.3->tensorboard<2.13,>=2.12->tensorflow) (5.5.2) Requirement already satisfied: pyasn1-modules>=0.2.1 in /usr/local/lib/python3.11/dist-packages (from google-auth<3,>=1.6.3->tensorboard<2.13,>=2.12->tensorflow) (0.4.1) Requirement already satisfied: rsa<5,>=3.1.4 in /usr/local/lib/python3.11/dist-packages (from google-auth<3,>=1.6.3->tensorboard<2.13,>=2.12->tensorflow) (4.9) Requirement already satisfied: requests-oauthlib>=0.7.0 in /usr/local/lib/python3.11/dist-packages (from google-auth-oauthlib<1.1,>=0.5->tensorboard<2.13,>=2.12->tensorflow) (2.0.0) Requirement already satisfied: charset-normalizer<4,>=2 in /usr/local/lib/python3.11/dist-packages (from requests<3,>=2.21.0->tensorboard<2.13,>=2.12->tensorflow) (3.4.1) Requirement already satisfied: idna<4,>=2.5 in /usr/local/lib/python3.11/dist-packages (from requests<3,>=2.21.0->tensorboard<2.13,>=2.12->tensorflow) (3.10) Requirement already satisfied: urllib3<3,>=1.21.1 in /usr/local/lib/python3.11/dist-packages (from requests<3,>=2.21.0->tensorboard<2.13,>=2.12->tensorflow) (2.3.0) Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.11/dist-packages (from requests<3,>=2.21.0->tensorboard<2.13,>=2.12->tensorflow) (2025.1.31) Requirement already satisfied: MarkupSafe>=2.1.1 in /usr/local/lib/python3.11/dist-packages (from werkzeug>=1.0.1->tensorboard<2.13,>=2.12->tensorflow) (3.0.2) Requirement already satisfied: pyasn1<0.7.0,>=0.4.6 in /usr/local/lib/python3.11/dist-packages (from pyasn1-modules>=0.2.1->google-auth<3,>=1.6.3->tensorboard<2.13,>=2.12->tensorflow) (0.6.1) Requirement already satisfied: oauthlib>=3.0.0 in /usr/local/lib/python3.11/dist-packages (from requests-oauthlib>=0.7.0->google-auth-oauthlib<1.1,>=0.5->tensorboard<2.13,>=2.12->tensorflow) (3.2.2)
!pip install deepface tensorflow keras numpy opencv-python matplotlib
Requirement already satisfied: deepface in /usr/local/lib/python3.11/dist-packages (0.0.93) Requirement already satisfied: tensorflow in /usr/local/lib/python3.11/dist-packages (2.12.0) Requirement already satisfied: keras in /usr/local/lib/python3.11/dist-packages (2.12.0) Requirement already satisfied: numpy in /usr/local/lib/python3.11/dist-packages (1.23.5) Requirement already satisfied: opencv-python in /usr/local/lib/python3.11/dist-packages (4.11.0.86) Requirement already satisfied: matplotlib in /usr/local/lib/python3.11/dist-packages (3.10.0) Requirement already satisfied: requests>=2.27.1 in /usr/local/lib/python3.11/dist-packages (from deepface) (2.32.3) Requirement already satisfied: pandas>=0.23.4 in /usr/local/lib/python3.11/dist-packages (from deepface) (2.2.2) Requirement already satisfied: gdown>=3.10.1 in /usr/local/lib/python3.11/dist-packages (from deepface) (5.2.0) Requirement already satisfied: tqdm>=4.30.0 in /usr/local/lib/python3.11/dist-packages (from deepface) (4.67.1) Requirement already satisfied: Pillow>=5.2.0 in /usr/local/lib/python3.11/dist-packages (from deepface) (11.1.0) Requirement already satisfied: Flask>=1.1.2 in /usr/local/lib/python3.11/dist-packages (from deepface) (3.1.0) Requirement already satisfied: flask-cors>=4.0.1 in /usr/local/lib/python3.11/dist-packages (from deepface) (5.0.1) Requirement already satisfied: mtcnn>=0.1.0 in /usr/local/lib/python3.11/dist-packages (from deepface) (1.0.0) Requirement already satisfied: retina-face>=0.0.1 in /usr/local/lib/python3.11/dist-packages (from deepface) (0.0.17) Requirement already satisfied: fire>=0.4.0 in /usr/local/lib/python3.11/dist-packages (from deepface) (0.7.0) Requirement already satisfied: gunicorn>=20.1.0 in /usr/local/lib/python3.11/dist-packages (from deepface) (23.0.0) Requirement already satisfied: absl-py>=1.0.0 in /usr/local/lib/python3.11/dist-packages (from tensorflow) (1.4.0) Requirement already satisfied: astunparse>=1.6.0 in /usr/local/lib/python3.11/dist-packages (from tensorflow) (1.6.3) Requirement already satisfied: flatbuffers>=2.0 in /usr/local/lib/python3.11/dist-packages (from tensorflow) (25.2.10) Requirement already satisfied: gast<=0.4.0,>=0.2.1 in /usr/local/lib/python3.11/dist-packages (from tensorflow) (0.4.0) Requirement already satisfied: google-pasta>=0.1.1 in /usr/local/lib/python3.11/dist-packages (from tensorflow) (0.2.0) Requirement already satisfied: grpcio<2.0,>=1.24.3 in /usr/local/lib/python3.11/dist-packages (from tensorflow) (1.71.0) Requirement already satisfied: h5py>=2.9.0 in /usr/local/lib/python3.11/dist-packages (from tensorflow) (3.13.0) Requirement already satisfied: jax>=0.3.15 in /usr/local/lib/python3.11/dist-packages (from tensorflow) (0.4.30) Requirement already satisfied: libclang>=13.0.0 in /usr/local/lib/python3.11/dist-packages (from tensorflow) (18.1.1) Requirement already satisfied: opt-einsum>=2.3.2 in /usr/local/lib/python3.11/dist-packages (from tensorflow) 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import tensorflow as tf
from tensorflow.keras.models import Model
from tensorflow.keras.layers import Flatten, Dense
from tensorflow.keras.applications.vgg16 import VGG16, preprocess_input
from tensorflow.keras.preprocessing import image
import numpy as np
import cv2
import os
from scipy.spatial.distance import euclidean
import matplotlib.pyplot as plt
def load_vgg_face_model(weights_path):
"""
Loads the VGG-Face model architecture and custom weights.
"""
# Load base VGG16 model (excluding top layer)
base_model = VGG16(include_top=False, input_shape=(224, 224, 3))
# Add custom layers to match VGG-Face
x = Flatten(name="flatten")(base_model.output)
x = Dense(4096, activation="relu", name="fc6")(x)
x = Dense(4096, activation="relu", name="fc7")(x)
x = Dense(2622, activation="softmax", name="fc8")(x) # 2622 classes in VGG-Face
model = Model(inputs=base_model.input, outputs=x)
# Load weights while ignoring mismatched layers
model.load_weights(weights_path, by_name=True, skip_mismatch=True)
print("✅ VGG-Face model loaded successfully!")
return model
# Path to your weights file in Google Drive
weights_path = "/content/drive/MyDrive/vgg_face_weights.h5"
# Load the model
vgg_face_model = load_vgg_face_model(weights_path)
Downloading data from https://storage.googleapis.com/tensorflow/keras-applications/vgg16/vgg16_weights_tf_dim_ordering_tf_kernels_notop.h5 58889256/58889256 [==============================] - 5s 0us/step
WARNING:tensorflow:Skipping loading weights for layer #32 (named fc6) due to mismatch in shape for weight fc6/kernel:0. Weight expects shape (25088, 4096). Received saved weight with shape (7, 7, 512, 4096) WARNING:tensorflow:Skipping loading weights for layer #34 (named fc7) due to mismatch in shape for weight fc7/kernel:0. Weight expects shape (4096, 4096). Received saved weight with shape (1, 1, 4096, 4096) WARNING:tensorflow:Skipping loading weights for layer #36 (named fc8) due to mismatch in shape for weight fc8/kernel:0. Weight expects shape (4096, 2622). Received saved weight with shape (1, 1, 4096, 2622)
✅ VGG-Face model loaded successfully!
# Remove last layer to get face embeddings
embedding_model = Model(inputs=vgg_face_model.input, outputs=vgg_face_model.get_layer("fc7").output)
def get_embedding(img_path):
"""
Extracts a 4096-dimensional embedding from an image using VGG-Face.
"""
img = image.load_img(img_path, target_size=(224, 224))
img_array = image.img_to_array(img)
img_array = np.expand_dims(img_array, axis=0)
img_array = preprocess_input(img_array) # Preprocessing for VGG16
embedding = embedding_model.predict(img_array)[0]
return embedding
def compare_faces(img1, img2):
"""
Compares two images using Euclidean distance.
"""
emb1 = get_embedding(img1)
emb2 = get_embedding(img2)
distance = euclidean(emb1, emb2)
print(f"🔹 Euclidean Distance: {distance}")
if distance < 0.7:
print("✅ Faces Match!")
else:
print("❌ Faces Do Not Match!")
# Test with example images
img1 = "/content/drive/MyDrive/Benedict Cumberbatch9.jpg"
img2 = "/content/drive/MyDrive/Dwayne Johnson4.jpg"
compare_faces(img1, img2)
1/1 [==============================] - 2s 2s/step 1/1 [==============================] - 1s 1s/step 🔹 Euclidean Distance: 252.82229614257812 ❌ Faces Do Not Match!
The Euclidean distance seems too high, meaning the embeddings extracted from VGG-Face aren’t matching well
from deepface import DeepFace
# Extract features from an image
def get_embedding_deepface(img_path):
embedding = DeepFace.represent(img_path, model_name="VGG-Face", enforce_detection=False)
return np.array(embedding[0]["embedding"])
# Compare faces using cosine similarity
from sklearn.metrics.pairwise import cosine_similarity
def compare_faces_deepface(img1, img2):
emb1 = get_embedding_deepface(img1)
emb2 = get_embedding_deepface(img2)
similarity = cosine_similarity([emb1], [emb2])[0][0]
print(f"🔹 Cosine Similarity: {similarity}")
if similarity > 0.6:
print("✅ Faces Match!")
else:
print("❌ Faces Do Not Match!")
# Test with example images
img1 = "/content/drive/MyDrive/Benedict Cumberbatch9.jpg"
img2 = "/content/drive/MyDrive/Dwayne Johnson4.jpg"
compare_faces_deepface(img1, img2)
25-03-23 06:14:34 - Directory /root/.deepface has been created 25-03-23 06:14:34 - Directory /root/.deepface/weights has been created 25-03-23 06:14:39 - vgg_face_weights.h5 will be downloaded...
Downloading... From: https://github.com/serengil/deepface_models/releases/download/v1.0/vgg_face_weights.h5 To: /root/.deepface/weights/vgg_face_weights.h5 100%|██████████| 580M/580M [00:16<00:00, 35.7MB/s]
🔹 Cosine Similarity: 0.08047792490669253 ❌ Faces Do Not Match!
The cosine similarity (0.08) is very low, which means the embeddings for the two images are not matching well
from deepface import DeepFace
from sklearn.metrics.pairwise import cosine_similarity
import numpy as np
# Function to get embeddings using a specific model
def get_embedding_deepface(img_path, model_name="Facenet"):
embedding = DeepFace.represent(img_path, model_name=model_name, enforce_detection=False)
return np.array(embedding[0]["embedding"])
# Function to compare two face images
def compare_faces(img1, img2, model_name="Facenet"):
emb1 = get_embedding_deepface(img1, model_name)
emb2 = get_embedding_deepface(img2, model_name)
similarity = cosine_similarity([emb1], [emb2])[0][0]
print(f"🔹 Cosine Similarity: {similarity}")
if similarity > 0.6:
print("✅ Faces Match!")
else:
print("❌ Faces Do Not Match!")
# Paths to two images for comparison
img1 = "/content/drive/MyDrive/Benedict Cumberbatch9.jpg"
img2 = "/content/drive/MyDrive/Dwayne Johnson4.jpg"
# Run comparison using Facenet
compare_faces(img1, img2, model_name="Facenet")
25-03-23 06:15:07 - facenet_weights.h5 will be downloaded...
Downloading... From: https://github.com/serengil/deepface_models/releases/download/v1.0/facenet_weights.h5 To: /root/.deepface/weights/facenet_weights.h5 100%|██████████| 92.2M/92.2M [00:00<00:00, 157MB/s]
🔹 Cosine Similarity: -0.051237847149961185 ❌ Faces Do Not Match!
from deepface import DeepFace
import numpy as np
from sklearn.preprocessing import normalize
from sklearn.metrics.pairwise import cosine_similarity
# Paths to the images
img1_path = "/content/drive/MyDrive/PINS/PINS/pins_Amaury Nolasco/Amaury Nolasco0.jpg"
img2_path = "/content/drive/MyDrive/PINS/PINS/pins_Amanda Crew/Amanda Crew0.jpg"
# Extract embeddings using ArcFace
emb1 = DeepFace.represent(img_path=img1_path, model_name="ArcFace")[0]["embedding"]
emb2 = DeepFace.represent(img_path=img2_path, model_name="ArcFace")[0]["embedding"]
# Normalize embeddings
emb1 = normalize([emb1])[0]
emb2 = normalize([emb2])[0]
# Compute Cosine Similarity
similarity = cosine_similarity([emb1], [emb2])[0][0]
print(f"🔹 Cosine Similarity: {similarity}")
# Set threshold
THRESHOLD = 0.5 # Try 0.5 instead of 0.6
if similarity > THRESHOLD:
print("✅ Faces Match!")
else:
print("❌ Faces Do Not Match!")
25-03-23 06:15:12 - arcface_weights.h5 will be downloaded to /root/.deepface/weights/arcface_weights.h5
Downloading... From: https://github.com/serengil/deepface_models/releases/download/v1.0/arcface_weights.h5 To: /root/.deepface/weights/arcface_weights.h5 100%|██████████| 137M/137M [00:05<00:00, 25.6MB/s]
🔹 Cosine Similarity: 0.1646375357209664 ❌ Faces Do Not Match!
from deepface import DeepFace
import numpy as np
# Paths to the images
img1_path = "/content/drive/MyDrive/PINS/PINS/pins_Amaury Nolasco/Amaury Nolasco0.jpg"
img2_path = "/content/drive/MyDrive/PINS/PINS/pins_Amanda Crew/Amanda Crew0.jpg"
# Extract embeddings using VGG-Face
embedding1 = DeepFace.represent(img_path=img1_path, model_name="VGG-Face")[0]["embedding"]
embedding2 = DeepFace.represent(img_path=img2_path, model_name="VGG-Face")[0]["embedding"]
# Convert to numpy arrays
emb1 = np.array(embedding1)
emb2 = np.array(embedding2)
# Compute Euclidean Distance
distance = np.linalg.norm(emb1 - emb2)
print(f"🔹 Euclidean Distance: {distance}")
# Set a threshold for face matching (VGG-Face threshold ~ 0.9 - 1.2)
THRESHOLD = 1.0
if distance < THRESHOLD:
print("✅ Faces Match!")
else:
print("❌ Faces Do Not Match!")
🔹 Euclidean Distance: 1.386121270747849 ❌ Faces Do Not Match!
Euclidean distance (1.386) is slightly above the usual VGG-Face threshold (~1.0), meaning the model is not confident that the faces match
embedding1 = DeepFace.represent(img_path=img1_path, model_name="Facenet")[0]["embedding"]
embedding2 = DeepFace.represent(img_path=img2_path, model_name="Facenet")[0]["embedding"]
emb1 = emb1 / np.linalg.norm(emb1)
emb2 = emb2 / np.linalg.norm(emb2)
distance = np.linalg.norm(emb1 - emb2)
print("Embedding 1 Shape:", emb1.shape)
print("Embedding 2 Shape:", emb2.shape)
Embedding 1 Shape: (4096,) Embedding 2 Shape: (4096,)
print("Norm of emb1:", np.linalg.norm(emb1))
print("Norm of emb2:", np.linalg.norm(emb2))
Norm of emb1: 1.0 Norm of emb2: 1.0
distance = np.linalg.norm(emb1 - emb2)
print("🔹 Euclidean Distance:", distance)
🔹 Euclidean Distance: 1.386121270747849
cosine_similarity = np.dot(emb1, emb2) / (np.linalg.norm(emb1) * np.linalg.norm(emb2))
print("🔹 Cosine Similarity:", cosine_similarity)
🔹 Cosine Similarity: 0.039333911390184134
embedding1 = DeepFace.represent(img_path=img1_path, model_name="VGG-Face")[0]["embedding"]
embedding2 = DeepFace.represent(img_path=img2_path, model_name="VGG-Face")[0]["embedding"]
# Normalize embeddings
emb1 = embedding1 / np.linalg.norm(embedding1)
emb2 = embedding2 / np.linalg.norm(embedding2)
# Euclidean Distance
euclidean_distance = np.linalg.norm(emb1 - emb2)
print(f"🔹 Euclidean Distance: {euclidean_distance}")
# Cosine Similarity
cosine_similarity = np.dot(emb1, emb2) # Since embeddings are normalized
print(f"🔹 Cosine Similarity: {cosine_similarity}")
🔹 Euclidean Distance: 1.386121270747849 🔹 Cosine Similarity: 0.039333911390184134
import cv2
img1 = cv2.imread(img1_path, cv2.IMREAD_GRAYSCALE)
img2 = cv2.imread(img2_path, cv2.IMREAD_GRAYSCALE)
from deepface import DeepFace
result = DeepFace.verify(img1_path, img2_path, model_name="Facenet")
print(result)
{'verified': False, 'distance': 0.9454106015325031, 'threshold': 0.4, 'model': 'Facenet', 'detector_backend': 'opencv', 'similarity_metric': 'cosine', 'facial_areas': {'img1': {'x': 45, 'y': 21, 'w': 215, 'h': 215, 'left_eye': (194, 104), 'right_eye': (102, 103)}, 'img2': {'x': 37, 'y': 18, 'w': 231, 'h': 231, 'left_eye': (197, 105), 'right_eye': (101, 103)}}, 'time': 1.09}
import cv2
import matplotlib.pyplot as plt
# Load OpenCV's pre-trained face detection model
face_cascade = cv2.CascadeClassifier(cv2.data.haarcascades + "haarcascade_frontalface_default.xml")
def detect_faces(img_path):
# Read image
img = cv2.imread(img_path)
gray = cv2.cvtColor(img, cv2.COLOR_BGR2GRAY) # Convert to grayscale
# Detect faces
faces = face_cascade.detectMultiScale(gray, scaleFactor=1.1, minNeighbors=5, minSize=(30, 30))
# Draw rectangles around detected faces
for (x, y, w, h) in faces:
cv2.rectangle(img, (x, y), (x + w, y + h), (0, 255, 0), 3)
# Show image with detected faces
plt.imshow(cv2.cvtColor(img, cv2.COLOR_BGR2RGB))
plt.axis("off")
plt.title(f"Detected Face in {img_path.split('/')[-1]}")
plt.show()
return faces # Return detected faces for further processing
# Run detection on both images
faces1 = detect_faces(img1_path)
faces2 = detect_faces(img2_path)
Embeddings are still valid ✅
Even if two faces don't match, the extracted embedding vectors are still meaningful for classification
print("Total images:", len(image_paths))
print("First few image paths:", image_paths[:5]) # Show first 5 paths
Total images: 10770 First few image paths: ['/content/drive/MyDrive/PINS/PINS/pins_Aaron Paul/Aaron Paul0_262.jpg', '/content/drive/MyDrive/PINS/PINS/pins_Aaron Paul/Aaron Paul101_247.jpg', '/content/drive/MyDrive/PINS/PINS/pins_Aaron Paul/Aaron Paul101_248.jpg', '/content/drive/MyDrive/PINS/PINS/pins_Aaron Paul/Aaron Paul101_249.jpg', '/content/drive/MyDrive/PINS/PINS/pins_Aaron Paul/Aaron Paul103_217.jpg']
from deepface import DeepFace
single_img = image_paths[0] # Use the first image
try:
result = DeepFace.represent(img_path=single_img, model_name="Facenet")
print("Embedding Extracted:", result)
except Exception as e:
print(f"❌ Error extracting embedding: {e}")
Embedding Extracted: [{'embedding': [-0.08776462078094482, 0.14199617505073547, -0.9997217655181885, 0.9183926582336426, 1.853298306465149, -1.0884240865707397, 1.6451282501220703, 0.02664121799170971, 0.6636602282524109, -0.04384937509894371, -0.2837628722190857, -0.8723365664482117, 1.4078441858291626, -0.17552238702774048, -1.6511132717132568, 1.4643197059631348, 0.34178587794303894, -1.2629554271697998, -2.1877453327178955, 1.032472014427185, 1.3742952346801758, 2.0873963832855225, 0.16295087337493896, -0.20796442031860352, -0.3187703788280487, 1.0976331233978271, 0.23507699370384216, 0.16207846999168396, 1.1708509922027588, 1.0516566038131714, -0.007705360651016235, 0.7942839860916138, -1.6897950172424316, -1.0752613544464111, 0.4999329447746277, -0.06942081451416016, -0.7595441341400146, -0.9886261820793152, -1.535876750946045, -0.5195455551147461, -0.9094446897506714, 1.6660481691360474, 0.3096238970756531, -0.11343392729759216, 1.768913984298706, -0.8202482461929321, 1.287416934967041, -0.32125210762023926, -0.3293323814868927, 1.9333231449127197, -2.0704641342163086, 0.019919417798519135, -1.4075548648834229, -0.5923308730125427, -2.2792487144470215, -1.3329497575759888, 0.2585095167160034, 0.3448317348957062, 0.3744926452636719, 0.04442396014928818, -1.4496134519577026, 1.0866471529006958, 0.050121087580919266, 0.9360552430152893, -1.755420207977295, 0.8370445966720581, 0.4677954912185669, 1.5168917179107666, 1.982348918914795, -1.3135627508163452, -0.2378394901752472, 0.943429708480835, 0.01977977156639099, 0.6553328037261963, -0.3999703526496887, -0.23451921343803406, 0.07385219633579254, -0.36501455307006836, 0.41228461265563965, -2.1025166511535645, -1.0104844570159912, -0.10131451487541199, -0.9075761437416077, -0.717068612575531, 0.2020147740840912, -0.2884679436683655, 0.996262788772583, -1.636694073677063, -0.06839870661497116, 0.44826462864875793, 0.9415223002433777, 1.6524592638015747, 0.4245098829269409, -0.2741803228855133, -0.43428534269332886, 2.126681327819824, -0.6834133863449097, 0.285319983959198, -0.63797527551651, -0.5858163833618164, 0.1964728683233261, 1.291068196296692, 0.037423692643642426, -3.1489202976226807, 0.3249538540840149, -0.7361916899681091, 0.17265036702156067, 0.1037624180316925, -0.6231464743614197, 0.21425952017307281, 0.8052846789360046, 0.4945254325866699, 2.0852413177490234, 1.3383748531341553, 0.6755063533782959, 2.1303257942199707, -0.14785870909690857, -0.21780508756637573, -1.7996034622192383, 0.9827163219451904, 1.2045347690582275, 0.7612788677215576, -0.32962101697921753, -0.46050602197647095, 0.3011523485183716, -1.8951674699783325, 0.03612866252660751, -2.2071022987365723], 'facial_area': {'x': 0, 'y': 0, 'w': 298, 'h': 300, 'left_eye': None, 'right_eye': None}, 'face_confidence': 0.94}]
import numpy as np
# Check if X and y exist
if 'X' not in globals() or 'y' not in globals():
print("❌ Error: X or y is not defined! Run the embedding extraction code first.")
else:
# Convert lists to NumPy arrays
X = np.array(X)
y = np.array(y)
print("✅ Data successfully converted to NumPy arrays!")
print(f"Shape of X (embeddings): {X.shape}")
print(f"Shape of y (labels): {y.shape}")
# Save embeddings and labels to Google Drive
np.save("/content/drive/MyDrive/face_embeddings.npy", X)
np.save("/content/drive/MyDrive/face_labels.npy", y)
print("✅ Embeddings saved successfully in Google Drive!")
❌ Error: X or y is not defined! Run the embedding extraction code first.
X_loaded = np.load("/content/drive/MyDrive/face_embeddings.npy")
y_loaded = np.load("/content/drive/MyDrive/face_labels.npy")
print("✅ Data loaded successfully!")
print("X shape:", X_loaded.shape)
print("y shape:", y_loaded.shape)
✅ Data loaded successfully! X shape: (68, 128) y shape: (68,)
PCA & Train SVM
from sklearn.decomposition import PCA
# Reduce dimensions (e.g., from 128 to 50)
pca = PCA(n_components=50)
X_pca = pca.fit_transform(X_loaded)
print("✅ PCA applied! New shape:", X_pca.shape)
✅ PCA applied! New shape: (68, 50)
print("Unique classes in y_loaded:", np.unique(y_loaded))
Unique classes in y_loaded: ['Aaron Paul']
from sklearn.model_selection import train_test_split
X_train, X_test, y_train, y_test = train_test_split(
X_pca, y_loaded, test_size=0.2, stratify=y_loaded, random_state=42
)
print("Unique classes in y_train after stratification:", np.unique(y_train))
Unique classes in y_train after stratification: ['Aaron Paul']
print("Unique classes in y_loaded:", np.unique(y_loaded))
Unique classes in y_loaded: ['Aaron Paul']
print(f"Total images attempted: {len(image_paths)}")
print(f"Total successful embeddings: {len(y_loaded)}")
print(f"Total images skipped: {len(image_paths) - len(y_loaded)}")
Total images attempted: 10770 Total successful embeddings: 68 Total images skipped: 10702
from deepface import DeepFace
import concurrent.futures
import os
# Function to extract embeddings
def extract_embedding(image_path):
try:
embedding = DeepFace.represent(image_path, model_name="VGG-Face", enforce_detection=False)[0]["embedding"]
label = os.path.basename(os.path.dirname(image_path)) # Extract actor's name
return (embedding, label)
except Exception as e:
return None # Skip images with errors
# Use multiprocessing for faster execution
X, y = [], []
with concurrent.futures.ProcessPoolExecutor(max_workers=8) as executor: # Use CPU cores
results = list(executor.map(extract_embedding, image_paths))
# Filter None values
X, y = zip(*[r for r in results if r is not None])
print(f"✅ Total successful embeddings: {len(X)}")
print(f"❌ Total failed images: {len(image_paths) - len(X)}")
Actionable Insights & Recommendations
- DeepFace with Facenet is slow, even with threading/multiprocessing. Processing all images sequentially takes a significant amount of time.
- Convert images to grayscale or enhance contrast for better detection.
- Check image dimensions and remove images with extreme lighting conditions or distortions
- Add more high-quality images for each actor. Use data augmentation (flipping, rotation, brightness adjustments) to increase robustness. -Some images did not contain detectable faces due to angles or occlusions.